Next Article in Journal
Impact of Biologics on Comorbidities in Patients with Psoriasis or Psoriatic Arthritis
Next Article in Special Issue
Integrated Biomarker–Volumetric Profiling Defines Neurodegenerative Subtypes and Predicts Neuroaxonal Injury in Multiple Sclerosis Based on Bayesian and Machine Learning Analyses
Previous Article in Journal
Disease Biomarkers in the Precision Medicine Era: A Comprehensive Multi-Omics Analysis
Previous Article in Special Issue
Stress Hyperglycemia as a Prognostic Indicator of the Clinical Outcomes in Patients with Stroke: A Comprehensive Literature Review
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Heart Rate Variability Dynamics as Predictors of Functional Recovery and Mortality After Acute Ischemic Stroke

by
Oana Elena Sandu
1,2,
Carina Bogdan
1,*,
Adrian Apostol
1,
Mihaela Adriana Simu
3,4,
Victor-Dan Moga
1,
Radu-Mihai Pecingina
1,2,
Alexandru Covaciu
5,6 and
Viviana Mihaela Ivan
1
1
Department VII, Internal Medicine II, Discipline of Cardiology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No. 2, 300041 Timişoara, Romania
2
Doctoral School, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No. 2, 300041 Timişoara, Romania
3
Department of Neurology, “Victor Babeş” University of Medicine and Pharmacy Timișoara, Eftimie Murgu Sq. No. 2, 300041 Timișoara, Romania
4
Department of Neurology, Clinical Emergency County Hospital “Pius Brînzeu” Timișoara, Bvd. Iosif Bulbuca No. 10, 300736 Timișoara, Romania
5
M3 Department–Clinical and Medical-Surgical Disciplines, “George Emil Palade” University of Medicine, Pharmacy, Sciences and Technology from Târgu Mureș, 540139 Târgu Mureș, Romania
6
Department of Medical and Surgical Specialties, Faculty of Medicine, Transilvania University of Brasov, 500019 Brasov, Romania
*
Author to whom correspondence should be addressed.
Biomedicines 2025, 13(9), 2217; https://doi.org/10.3390/biomedicines13092217
Submission received: 12 August 2025 / Revised: 7 September 2025 / Accepted: 8 September 2025 / Published: 10 September 2025

Abstract

Background: Autonomic dysfunction is commonly encountered after acute ischemic stroke (AIS) and may influence both functional recovery and survival. Heart rate variability (HRV) provides a non-invasive measure of autonomic balance, but its temporal evolution and prognostic significance in AIS remain insufficiently evaluated. Methods: In this prospective observational study, 148 AIS patients (mean age of 65.93 ± 9.19 years) underwent HRV assessment at baseline, one month, and three months follow-up, between January 2022 and October 2024. Time and frequency domain parameters, including Standard Deviation of NN intervals (SDNN), Low-Frequency (LF) power, High-Frequency (HF) power, and LF/HF ratio, were analyzed. Functional outcome was assessed using the modified Rankin Scale (mRS), with a good outcome defined as mRS ≤ 2. Multivariable logistic regression identified independent predictors of poor outcome (mRS > 2) at each time point. Mortality was recorded at one and three months, and potential predictors were evaluated. Results: Over three months, SDNN increased by 34.84% (p < 0.001), HF power rose by 22.26% (p < 0.001), LF power decreased by 21.61% (p < 0.001), and LF/HF ratio declined by 35.41% (p < 0.001), indicating a shift toward parasympathetic predominance. Higher SDNN correlated strongly with better functional status and was an important predictor of favorable outcome at all time points (p < 0.001). Higher LF/HF ratio predicted poor outcome at baseline (p < 0.01) and three months (p < 0.001). At three months, mortality reached 12.2%, with significant predictors including coronary artery disease (CAD), heart failure (HF), chronic kidney disease (CKD), and altered HRV parameters. Conclusions: Post-stroke recovery is characterized by the progressive restoration of autonomic balance, with higher SDNN and lower LF/HF associated with improved functional recovery and survival. HRV analysis offers valuable prognostic insight and may aid in risk stratification after AIS.
Keywords: acute ischemic stroke; heart rate variability (HRV); autonomic dysfunction; functional outcome; modified Rankin Scale acute ischemic stroke; heart rate variability (HRV); autonomic dysfunction; functional outcome; modified Rankin Scale

Share and Cite

MDPI and ACS Style

Sandu, O.E.; Bogdan, C.; Apostol, A.; Simu, M.A.; Moga, V.-D.; Pecingina, R.-M.; Covaciu, A.; Ivan, V.M. Heart Rate Variability Dynamics as Predictors of Functional Recovery and Mortality After Acute Ischemic Stroke. Biomedicines 2025, 13, 2217. https://doi.org/10.3390/biomedicines13092217

AMA Style

Sandu OE, Bogdan C, Apostol A, Simu MA, Moga V-D, Pecingina R-M, Covaciu A, Ivan VM. Heart Rate Variability Dynamics as Predictors of Functional Recovery and Mortality After Acute Ischemic Stroke. Biomedicines. 2025; 13(9):2217. https://doi.org/10.3390/biomedicines13092217

Chicago/Turabian Style

Sandu, Oana Elena, Carina Bogdan, Adrian Apostol, Mihaela Adriana Simu, Victor-Dan Moga, Radu-Mihai Pecingina, Alexandru Covaciu, and Viviana Mihaela Ivan. 2025. "Heart Rate Variability Dynamics as Predictors of Functional Recovery and Mortality After Acute Ischemic Stroke" Biomedicines 13, no. 9: 2217. https://doi.org/10.3390/biomedicines13092217

APA Style

Sandu, O. E., Bogdan, C., Apostol, A., Simu, M. A., Moga, V.-D., Pecingina, R.-M., Covaciu, A., & Ivan, V. M. (2025). Heart Rate Variability Dynamics as Predictors of Functional Recovery and Mortality After Acute Ischemic Stroke. Biomedicines, 13(9), 2217. https://doi.org/10.3390/biomedicines13092217

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop